计算能力网络资源调度模型:基于博弈论的高效低碳方法

IF 0.5 Q4 TELECOMMUNICATIONS
Yunhao Zhang, Zhiyu Jiang, Xiuping Guo, Xueying Zhai, Yunfeng Peng
{"title":"计算能力网络资源调度模型:基于博弈论的高效低碳方法","authors":"Yunhao Zhang,&nbsp;Zhiyu Jiang,&nbsp;Xiuping Guo,&nbsp;Xueying Zhai,&nbsp;Yunfeng Peng","doi":"10.1002/itl2.70111","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Data centers are facing high energy consumption and high carbon emissions. China set up a computing power network, to transmit data from the east to clean electricity-rich western data centers for processing. This letter proposes a resource scheduling model using game theory to sort out the conflicting demands within the network. The interrelationships and constraints among data processing task requirements, computing power resources, clean electricity, and communication network resources were formulated. The resource scheduling scheme was developed through conflict analysis of the two competing entities. The results show the strategy supports the operation of the computing power network, which decreases the utilization of thermal electricity and enhances the quality of task completion.</p>\n </div>","PeriodicalId":100725,"journal":{"name":"Internet Technology Letters","volume":"8 6","pages":""},"PeriodicalIF":0.5000,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Resource Scheduling Model in Computing Power Network: An Efficient and Low-Carbon Approach Using Game Theory\",\"authors\":\"Yunhao Zhang,&nbsp;Zhiyu Jiang,&nbsp;Xiuping Guo,&nbsp;Xueying Zhai,&nbsp;Yunfeng Peng\",\"doi\":\"10.1002/itl2.70111\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>Data centers are facing high energy consumption and high carbon emissions. China set up a computing power network, to transmit data from the east to clean electricity-rich western data centers for processing. This letter proposes a resource scheduling model using game theory to sort out the conflicting demands within the network. The interrelationships and constraints among data processing task requirements, computing power resources, clean electricity, and communication network resources were formulated. The resource scheduling scheme was developed through conflict analysis of the two competing entities. The results show the strategy supports the operation of the computing power network, which decreases the utilization of thermal electricity and enhances the quality of task completion.</p>\\n </div>\",\"PeriodicalId\":100725,\"journal\":{\"name\":\"Internet Technology Letters\",\"volume\":\"8 6\",\"pages\":\"\"},\"PeriodicalIF\":0.5000,\"publicationDate\":\"2025-09-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Internet Technology Letters\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/itl2.70111\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"TELECOMMUNICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Internet Technology Letters","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/itl2.70111","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"TELECOMMUNICATIONS","Score":null,"Total":0}
引用次数: 0

摘要

数据中心面临着高能耗、高碳排放的问题。中国建立了一个计算能力网络,将数据从东部传输到电力充足的西部数据中心进行处理。本文提出了一种利用博弈论对网络中相互冲突的需求进行排序的资源调度模型。明确了数据处理任务需求、计算能力资源、清洁电力和通信网络资源之间的相互关系和约束。通过对两个竞争实体的冲突分析,制定了资源调度方案。结果表明,该策略支持计算能力网络的运行,降低了热电利用率,提高了任务完成质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Resource Scheduling Model in Computing Power Network: An Efficient and Low-Carbon Approach Using Game Theory

Data centers are facing high energy consumption and high carbon emissions. China set up a computing power network, to transmit data from the east to clean electricity-rich western data centers for processing. This letter proposes a resource scheduling model using game theory to sort out the conflicting demands within the network. The interrelationships and constraints among data processing task requirements, computing power resources, clean electricity, and communication network resources were formulated. The resource scheduling scheme was developed through conflict analysis of the two competing entities. The results show the strategy supports the operation of the computing power network, which decreases the utilization of thermal electricity and enhances the quality of task completion.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
3.10
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信